Compute Shapley value feature contributions for a prediction using the SHAP framework to explain model outputs fairly across all features.
Compute Shapley value feature contributions for a prediction using the SHAP framework to explain model outputs fairly across all features
Each component has a specific meaning:
Note: Interpret the shap values result against the clinical thresholds and context described above.
Enter the SHAP framework for the patient or scenario you are assessing. Compute Shapley value feature contributions for a prediction using the SHAP framework to explain model outputs fairly across all features. Use the shap values result to inform your clinical assessment.